{"id":"W6944058288","doi":"10.17605/osf.io/rm9s2","title":"A Two-Eyed Seeing approach to predicting the distribution of skwenkwínem (Claytonia lanceolata: Pursh), a culturally significant plant","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Habitat; Indigenous; Distribution (mathematics); Range (aeronautics); Abundance (ecology); Threatened species; Climate change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340961,0.0006671663,0.0006084394,0.001476749,0.0008820288,0.001158704,0.001522427,0.001194636,0.005381366],"category_scores_gemma":[0.002540468,0.0005348371,0.001422123,0.0008789381,0.0004296963,0.001022883,0.001139647,0.0008333915,0.001162936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00083529,"about_ca_system_score_gemma":0.001075123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0434019,"about_ca_topic_score_gemma":0.08218029,"domain_scores_codex":[0.9994645,0.0001644541,0.00001989989,0.0002415044,0.00004868882,0.00006101189],"domain_scores_gemma":[0.9987584,0.0008029321,0.0001256979,0.00008060884,0.0001268857,0.0001053743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008197778,0.0009389039,0.4430839,0.0003058701,0.0006228413,0.0006434464,0.001453069,0.3174183,0.01255085,0.004145547,0.00973164,0.2082858],"study_design_scores_gemma":[0.00002406925,0.0001445933,0.03518926,0.00001271373,0.00004240891,0.0000988876,0.0003567534,0.9600177,0.001078294,0.001455441,0.001542569,0.00003726333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5807455,0.0002702535,0.3980586,0.00106312,0.00007509299,0.0003318227,0.004803428,0.005672973,0.008979265],"genre_scores_gemma":[0.8183587,0.00008666336,0.1763477,0.000156205,0.00002266664,0.000190721,0.002045408,0.000115743,0.002676163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0434019,"threshold_uncertainty_score":0.08629853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996825987105294,"score_gpt":0.326655057839186,"score_spread":0.2966867979681331,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}